node2vec: Scalable Feature Learning for Networks

3 July 2016

Papers citing "node2vec: Scalable Feature Learning for Networks"

50 / 2,627 papers shown

Title
Introducing New Node Prediction in Graph Mining: Predicting All Links from Isolated Nodes with Graph Neural Networks D. Zanardini Emilio Serrano AI4CE GNN 99 1 0 10 Jan 2024
Combining Embedding-Based and Semantic-Based Models for Post-hoc Explanations in Recommender Systems Ngoc Luyen Lê Marie-Hélène Abel Philippe Gouspillou 74 7 0 09 Jan 2024
Unifying Graph Contrastive Learning via Graph Message Augmentation Ziyan Zhang Bo Jiang Jin Tang Bin Luo 87 1 0 08 Jan 2024
Graph-level Protein Representation Learning by Structure Knowledge Refinement Ge Wang Z. Zang Jiangbin Zheng Jun Xia Stan Z. Li 64 0 0 05 Jan 2024
A Community Detection and Graph Neural Network Based Link Prediction Approach for Scientific Literature Chunjiang Liu Yikun Han Haiyun Xu Shihan Yang Kaidi Wang Yongye Su 176 7 0 04 Jan 2024
Mastery Guided Non-parametric Clustering to Scale-up Strategy Prediction Anup Shakya Vasile Rus Deepak Venugopal 35 0 0 04 Jan 2024
Social-LLM: Modeling User Behavior at Scale using Language Models and Social Network Data Julie Jiang Emilio Ferrara 44 10 0 31 Dec 2023
Hierarchical Aggregations for High-Dimensional Multiplex Graph Embedding K. Abdous Nairouz Mrabah Mohamed Bouguessa 77 4 0 28 Dec 2023
A Contrastive Variational Graph Auto-Encoder for Node Clustering Nairouz Mrabah Mohamed Bouguessa Riadh Ksantini DRL 87 10 0 28 Dec 2023
Learning Scalable Structural Representations for Link Prediction with Bloom Signatures Tianyi Zhang Haoteng Yin Rongzhe Wei Pan Li Anshumali Shrivastava AI4CE 77 1 0 28 Dec 2023
It Is Time To Steer: A Scalable Framework for Analysis-driven Attack Graph Generation Alessandro Palma Marco Angelini 49 3 0 27 Dec 2023
Hypergraph Enhanced Knowledge Tree Prompt Learning for Next-Basket Recommendation Zi-Feng Mai Chang-Dong Wang Zhongjie Zeng Ya Li Jiaquan Chen Philip S. Yu 67 1 0 26 Dec 2023
RDF-star2Vec: RDF-star Graph Embeddings for Data Mining S. Egami Takanori Ugai Masateru Oota Kyoumoto Matsushita Takahiro Kawamura Kouji Kozaki Ken Fukuda 3DV 86 3 0 25 Dec 2023
An FPGA-Based Accelerator for Graph Embedding using Sequential Training Algorithm Kazuki Sunaga Keisuke Sugiura Hiroki Matsutani GNN 76 0 0 23 Dec 2023
Image-based Data Representations of Time Series: A Comparative Analysis in EEG Artifact Detection Aaron Maiwald Leon Ackermann Maximilian Kalcher Daniel J. Wu AI4TS 41 0 0 21 Dec 2023
Continuous-time Graph Representation with Sequential Survival Process Abdulkadir Çelikkanat Nikolaos Nakis Morten Morup 33 2 0 20 Dec 2023
Professional Network Matters: Connections Empower Person-Job Fit Hao Chen Lun Du Yuxuan Lu Qiang Fu Xu Chen Shi Han Yanbin Kang Guangming Lu Zi Li 64 3 0 19 Dec 2023
Model Stealing Attack against Graph Classification with Authenticity, Uncertainty and Diversity Zhihao Zhu Chenwang Wu Rui Fan Yi Yang Defu Lian Enhong Chen AAML 68 0 0 18 Dec 2023
Non-Euclidean Spatial Graph Neural Network Zhengwu Zhang Sirui Li Jingcheng Zhou Junxiang Wang Abhinav Angirekula Allen Zhang Liang Zhao GNN 41 0 0 17 Dec 2023
Rethinking Dimensional Rationale in Graph Contrastive Learning from Causal Perspective Qirui Ji Jiangmeng Li Jie Hu Rui Wang Changwen Zheng Fanjiang Xu 105 14 0 16 Dec 2023
When Graph Data Meets Multimodal: A New Paradigm for Graph Understanding and Reasoning Qihang Ai Jianwu Zhou Haiyun Jiang Lemao Liu Shuming Shi 35 1 0 16 Dec 2023
Multi-perspective Feedback-attention Coupling Model for Continuous-time Dynamic Graphs Xiaobo Zhu Yan Wu Zhipeng Li Hailong Su Jin Che Zhanheng Chen Liying Wang 63 0 0 13 Dec 2023
FULL-W2V: Fully Exploiting Data Reuse for W2V on GPU-Accelerated Systems Thomas Randall Tyler N. Allen Rong Ge VLM 26 0 0 12 Dec 2023
EdgePruner: Poisoned Edge Pruning in Graph Contrastive Learning Hiroya Kato Kento Hasegawa Seira Hidano Kazuhide Fukushima AAML 75 0 0 12 Dec 2023
Revisiting Graph-Based Fraud Detection in Sight of Heterophily and Spectrum Fan Xu Nan Wang Hao Wu Xuezhi Wen Xibin Zhao Hai Wan 86 27 0 11 Dec 2023
VisionTraj: A Noise-Robust Trajectory Recovery Framework based on Large-scale Camera Network Zhishuai Li Ziyue Li Xiaoru Hu Guoqing Du Yunhao Nie Feng Zhu Lei Bai Rui Zhao 76 3 0 11 Dec 2023
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng Jiang 123 12 0 11 Dec 2023
StructComp: Substituting Propagation with Structural Compression in Training Graph Contrastive Learning Shengzhong Zhang Wenjie Yang Xinyuan Cao Hongwei Zhang Zengfeng Huang 113 2 0 08 Dec 2023
Not All Negatives Are Worth Attending to: Meta-Bootstrapping Negative Sampling Framework for Link Prediction Yakun Wang Binbin Hu Shuo Yang Meiqi Zhu Qing Cui Qiyang Zhang Jun Zhou Guo Ye Huimei He 49 0 0 08 Dec 2023
Learning Genomic Sequence Representations using Graph Neural Networks over De Bruijn Graphs Kacper Kapusniak Manuel Burger Gunnar Rätsch Amir Joudaki 46 1 0 06 Dec 2023
On the Role of Edge Dependency in Graph Generative Models Sudhanshu Chanpuriya Cameron Musco Konstantinos Sotiropoulos Charalampos E. Tsourakakis 68 1 0 06 Dec 2023
Dissecting Medical Referral Mechanisms in Health Services: Role of Physician Professional Networks Regina de Brito Duarte Qiwei Han Cláudia Soares 48 1 0 04 Dec 2023
Normed Spaces for Graph Embedding Diaaeldin Taha Wei Zhao J. M. Riestenberg Michael Strube 106 1 0 03 Dec 2023
Graph Coordinates and Conventional Neural Networks -- An Alternative for Graph Neural Networks Zheyi Qin Randy Paffenroth A. Jayasumana GNN 79 1 0 03 Dec 2023
A Review of Link Prediction Applications in Network Biology Ahmad F. Al Musawi Satyaki Roy Preetam Ghosh 52 2 0 03 Dec 2023
RNA-KG: An ontology-based knowledge graph for representing interactions involving RNA molecules Emanuele Cavalleri Alberto Cabri Mauricio Soto Gomez Sara Bonfitto P. Perlasca ... Justin P Reese Peter N. Robinson E. Casiraghi Giorgio Valentini M. Mesiti 67 2 0 30 Nov 2023
Detecting Anomalous Network Communication Patterns Using Graph Convolutional Networks Yizhak Vaisman Gilad Katz Yuval Elovici A. Shabtai GNN 22 2 0 30 Nov 2023
Graph Prompt Learning: A Comprehensive Survey and Beyond Xiangguo Sun Jiawen Zhang Xixi Wu Hong Cheng Yun Xiong Jia Li 122 58 0 28 Nov 2023
MultiGPrompt for Multi-Task Pre-Training and Prompting on Graphs Xingtong Yu Chang Zhou Yuan Fang Xinming Zhang 117 38 0 28 Nov 2023
Generalized Graph Prompt: Toward a Unification of Pre-Training and Downstream Tasks on Graphs Xingtong Yu Zhenghao Liu Yuan Fang Zemin Liu Sihong Chen Xinming Zhang 127 31 0 26 Nov 2023
Accurate and interpretable drug-drug interaction prediction enabled by knowledge subgraph learning Yaqing Wang Zaifei Yang Quanming Yao 73 22 0 25 Nov 2023
HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding Peng Xia Xingtong Yu Ming Hu Lie Ju Zhiyong Wang Peibo Duan Zongyuan Ge VLM 140 13 0 23 Nov 2023
Content Augmented Graph Neural Networks Fatemeh Gholamzadeh Nasrabadi AmirHossein Kashani Pegah Zahedi M. H. Chehreghani 83 3 0 21 Nov 2023
Towards a more inductive world for drug repurposing approaches Jesús De la Fuente Guillermo Serrano Uxía Veleiro Mikel Casals Laura Vera ... Antonio Pineda-Lucena Idoia Ochoa Silve Vicent Olivier Gevaert Mikel Hernaez 51 1 0 21 Nov 2023
Improving Real Estate Appraisal with POI Integration and Areal Embedding Sumin Han Y. Park Sonia Sabir Jisun An Dongman Lee 60 1 0 20 Nov 2023
DSCom: A Data-Driven Self-Adaptive Community-Based Framework for Influence Maximization in Social Networks Yuxin Zuo Haojia Sun Yongyi Hu Jianxiong Guo Xiaofeng Gao 58 1 0 18 Nov 2023
Generating Drug Repurposing Hypotheses through the Combination of Disease-Specific Hypergraphs Ayush Jain Marie Charpignon Irene Y. Chen Anthony Philippakis Ahmed M. Alaa 47 0 0 16 Nov 2023
A Simple and Powerful Framework for Stable Dynamic Network Embedding Ed Davis Ian Gallagher Daniel J. Lawson Patrick Rubin-Delanchy 90 4 0 14 Nov 2023
ResMGCN: Residual Message Graph Convolution Network for Fast Biomedical Interactions Discovering Zecheng Yin 70 0 0 13 Nov 2023
Predicting Properties of Nodes via Community-Aware Features B. Kamiński P. Prałat F. Théberge Sebastian Zajac 94 2 0 08 Nov 2023